REDCap_process_csv <- function(data) { #Load Hmisc library if (!requireNamespace("Hmisc", quietly = TRUE)) { stop("This test requires the 'Hmisc' package") } Hmisc::label(data$row)="Name" Hmisc::label(data$redcap_repeat_instrument)="Repeat Instrument" Hmisc::label(data$redcap_repeat_instance)="Repeat Instance" Hmisc::label(data$mpg)="Miles/(US) gallon" Hmisc::label(data$cyl)="Number of cylinders" Hmisc::label(data$disp)="Displacement" Hmisc::label(data$hp)="Gross horsepower" Hmisc::label(data$drat)="Rear axle ratio" Hmisc::label(data$wt)="Weight" Hmisc::label(data$qsec)="1/4 mile time" Hmisc::label(data$vs)="V engine?" Hmisc::label(data$am)="Transmission" Hmisc::label(data$gear)="Number of forward gears" Hmisc::label(data$carb)="Number of carburetors" Hmisc::label(data$color_available___red)="Colors Available (choice=Red)" Hmisc::label(data$color_available___green)="Colors Available (choice=Green)" Hmisc::label(data$color_available___blue)="Colors Available (choice=Blue)" Hmisc::label(data$color_available___black)="Colors Available (choice=Black)" Hmisc::label(data$motor_trend_cars_complete)="Complete?" Hmisc::label(data$letter_group___a)="Which group? (choice=A)" Hmisc::label(data$letter_group___b)="Which group? (choice=B)" Hmisc::label(data$letter_group___c)="Which group? (choice=C)" Hmisc::label(data$choice)="Choose one" Hmisc::label(data$grouping_complete)="Complete?" Hmisc::label(data$price)="Sale price" Hmisc::label(data$color)="Color" Hmisc::label(data$customer)="Customer Name" Hmisc::label(data$sale_complete)="Complete?" #Setting Units #Setting Factors(will create new variable for factors) data$redcap_repeat_instrument.factor = factor(data$redcap_repeat_instrument,levels=c("sale")) data$cyl.factor = factor(data$cyl,levels=c("3","4","5","6","7","8")) data$vs.factor = factor(data$vs,levels=c("1","0")) data$am.factor = factor(data$am,levels=c("0","1")) data$gear.factor = factor(data$gear,levels=c("3","4","5")) data$carb.factor = factor(data$carb,levels=c("1","2","3","4","5","6","7","8")) data$color_available___red.factor = factor(data$color_available___red,levels=c("0","1")) data$color_available___green.factor = factor(data$color_available___green,levels=c("0","1")) data$color_available___blue.factor = factor(data$color_available___blue,levels=c("0","1")) data$color_available___black.factor = factor(data$color_available___black,levels=c("0","1")) data$motor_trend_cars_complete.factor = factor(data$motor_trend_cars_complete,levels=c("0","1","2")) data$letter_group___a.factor = factor(data$letter_group___a,levels=c("0","1")) data$letter_group___b.factor = factor(data$letter_group___b,levels=c("0","1")) data$letter_group___c.factor = factor(data$letter_group___c,levels=c("0","1")) data$choice.factor = factor(data$choice,levels=c("choice1","choice2")) data$grouping_complete.factor = factor(data$grouping_complete,levels=c("0","1","2")) data$color.factor = factor(data$color,levels=c("1","2","3","4")) data$sale_complete.factor = factor(data$sale_complete,levels=c("0","1","2")) levels(data$redcap_repeat_instrument.factor)=c("Sale") levels(data$cyl.factor)=c("3","4","5","6","7","8") levels(data$vs.factor)=c("Yes","No") levels(data$am.factor)=c("Automatic","Manual") levels(data$gear.factor)=c("3","4","5") levels(data$carb.factor)=c("1","2","3","4","5","6","7","8") levels(data$color_available___red.factor)=c("Unchecked","Checked") levels(data$color_available___green.factor)=c("Unchecked","Checked") levels(data$color_available___blue.factor)=c("Unchecked","Checked") levels(data$color_available___black.factor)=c("Unchecked","Checked") levels(data$motor_trend_cars_complete.factor)=c("Incomplete","Unverified","Complete") levels(data$letter_group___a.factor)=c("Unchecked","Checked") levels(data$letter_group___b.factor)=c("Unchecked","Checked") levels(data$letter_group___c.factor)=c("Unchecked","Checked") levels(data$choice.factor)=c("Choice 1","Choice 2") levels(data$grouping_complete.factor)=c("Incomplete","Unverified","Complete") levels(data$color.factor)=c("red","green","blue","black") levels(data$sale_complete.factor)=c("Incomplete","Unverified","Complete") data }